KOREAN ASSOCIATION FOR ARTIFICIAL INTELLIGENCE AND LAW

KAAIL · AI LAW & POLICY RESEARCH

A System Dynamics Approach to Responsible AI Adoption in Small and Medium-Sized Enterprises: Risk Governance, Ethical Readiness, and Sustainable Business Performance

AI-generated summary based on the abstract: this is a summary based only on this abstract, and the full text was not reviewed. The study analyzed, using system dynamics, the effects of ethical readiness and risk governance on sustainable performance in the responsible adoption of AI by small and medium-sized enterprises. The authors argue that AI adoption alone does not guarantee long-term value, and that performance improves when human oversight, documentation, vendor checks, employee training, and continuous monitoring are combined.

International ResearchCrossrefAI summary
Author

Osman Angeles Conteh · Alimamy Kamara

Publication DateLanguage und

AI Research Summary

Before Human Review

Based on abstract · Full text not reviewed

This is a summary based only on the abstract, and the full text was not reviewed. The study analyzed, using system dynamics, the effects of ethical readiness and risk governance on sustainable performance in the responsible adoption of AI by small and medium-sized enterprises. The authors argue that AI adoption alone does not guarantee long-term value, and that performance improves when human oversight, documentation, vendor checks, employee training, and continuous monitoring are combined.

Key Points from the Abstract

  1. It argues that responsible AI adoption is linked to sustainable performance.
  2. Rapid adoption with weak governance may deliver initial efficiency but increase long-term risk.
  3. Responsible AI is viewed not as a technology purchase, but as a management capability.

Relevance to AI Law and Policy

Useful as a reference for SME AI governance, ethical readiness, and risk management design.

Limitations to Consider

  • From the abstract alone, the sample size, country, and industry cannot be confirmed.
  • The effect size and statistical significance cannot be determined from the abstract.
  • The limitations of this study are not separately presented in the abstract.

Please compare with the original text before citing or using it in your assessment.

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This study examines responsible AI adoption in small and medium-sized enterprises through a system dynamics…
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Original text and source

Original Title

Responsible AI Adoption in SMEs: A System Dynamics Approach to Risk Governance, Ethical Readiness and Sustainable Business Performance

The Korean title on this page was translated by AI.
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Crossref
Original paperRead more in the original text